shell_number	treatment	species	paint_treatment	G	OmegaAragonite	duration	shell_wt	shell_length
unitless	unitless	unitless	unitless	umol/hr/g	unitless	hours	g	mm
1	shell.trossulus	Mytilus trossulus	unpainted	-0.36256287	0.07156341	42.9	4.03	62.5
2	shell.trossulus	Mytilus trossulus	unpainted	-0.30054918	0.062874846	42.883335	3.9	54.9
3	shell.trossulus	Mytilus trossulus	unpainted	-0.28632385	0.062625304	42.816666	4.75	64.9
4	shell.trossulus	Mytilus trossulus	unpainted	-0.36079213	0.060726743	42.766666	3.06	56.3
5	shell.trossulus	Mytilus trossulus	unpainted	-0.3111992	0.06275201	42.883335	3.5	54.3
6	shell.trossulus	Mytilus trossulus	unpainted	-0.38221076	0.0618273	43.266666	2.2	51.2
7	shell.trossulus	Mytilus trossulus	unpainted	-0.31251764	0.0655561	43.266666	2.84	54.8
8	shell.trossulus	Mytilus trossulus	unpainted	-0.27829027	0.062100247	43.283333	3.85	57.0
9	shell.trossulus	Mytilus trossulus	unpainted	-0.33280176	0.06963629	43.283333	3.55	57.2
10	shell.trossulus	Mytilus trossulus	unpainted	-0.2608395	0.07715761	43.216667	4.54	68.4
11	shell.trossulus	Mytilus trossulus	unpainted	-0.23298776	0.078475796	43.2	3.89	55.5
12	shell.trossulus	Mytilus trossulus	unpainted	-0.31403235	0.09181861	43.183334	3.02	55.8
13	shell.trossulus	Mytilus trossulus	unpainted	-0.29008755	0.11725854	43.283333	3.46	52.5
14	shell.trossulus	Mytilus trossulus	unpainted	-0.27474162	0.107757404	43.366665	3.02	54.3
15	shell.trossulus	Mytilus trossulus	unpainted	-0.3109017	0.13991325	43.383335	2.56	53.3
16	shell.trossulus	Mytilus trossulus	unpainted	-0.1660218	0.14526205	43.383335	3.55	54.2
17	shell.trossulus	Mytilus trossulus	unpainted	-0.33540377	0.059541218	43.0	3.97	57.5
18	shell.trossulus	Mytilus trossulus	unpainted	-0.3879304	0.14922678	43.016666	3.93	62.6
19	shell.trossulus	Mytilus trossulus	unpainted	-0.29424167	0.21038619	43.033333	4.02	59.5
20	shell.trossulus	Mytilus trossulus	unpainted	-0.17508024	0.34569624	43.283333	6.19	60.4
21	shell.trossulus	Mytilus trossulus	unpainted	-0.26380047	0.3473325	43.3	3.15	53.3
22	shell.trossulus	Mytilus trossulus	unpainted	-0.33485323	0.36457124	43.35	4.67	61.5
23	shell.trossulus	Mytilus trossulus	unpainted	-0.22803365	0.37010887	43.4	5.1	62.6
24	shell.trossulus	Mytilus trossulus	unpainted	-0.2186347	0.4594341	43.283333	4.18	56.0
25	shell.trossulus	Mytilus trossulus	unpainted	-0.10044069	0.5673777	43.3	7.04	74.7
26	shell.trossulus	Mytilus trossulus	unpainted	-0.15628953	0.7039115	44.266666	4.25	59.7
27	shell.trossulus	Mytilus trossulus	unpainted	-0.37231478	0.67561626	44.366665	3.29	56.1
28	shell.trossulus	Mytilus trossulus	unpainted	-0.14682537	1.001528	44.716667	3.27	56.2
29	shell.trossulus	Mytilus trossulus	unpainted	-0.16147871	1.0164806	45.25	4.01	61.35
30	shell.trossulus	Mytilus trossulus	unpainted	-0.10262464	1.1671181	42.85	3.89	55.9
31	shell.trossulus	Mytilus trossulus	unpainted	-0.07793248	1.2266384	42.9	5.48	65.8
32	shell.trossulus	Mytilus trossulus	unpainted	-0.10526026	1.2911618	42.233334	3.44	57.5
33	shell.trossulus	Mytilus trossulus	unpainted	-0.06464524	2.0355349	42.916668	3.21	52.4
34	shell.trossulus	Mytilus trossulus	unpainted	-0.11234693	1.8483288	42.866665	4.1	56.0
35	shell.trossulus	Mytilus trossulus	unpainted	-0.051739957	2.245781	42.85	5.45	65.1
36	shell.trossulus	Mytilus trossulus	unpainted	-0.13592732	3.174518	42.883335	4.58	63.6
37	shell.trossulus	Mytilus trossulus	unpainted	-0.06443044	3.6091602	42.833332	5.07	62.4
38	shell.trossulus	Mytilus trossulus	unpainted	-0.044513963	4.32057	42.666668	3.52	56.1
39	shell.trossulus	Mytilus trossulus	unpainted	-0.046461463	4.3350873	42.65	3.07	54.5
40	shell.trossulus	Mytilus trossulus	unpainted	-0.060897302	4.6409855	42.733334	5.24	62.2
41	shell.trossulus	Mytilus trossulus	unpainted	-0.02110582	5.090173	42.583332	5.26	69.8
42	shell.trossulus	Mytilus trossulus	unpainted	-0.07143817	5.269041	42.616665	3.76	61.8
43	shell.trossulus	Mytilus trossulus	unpainted	-0.01686289	7.314446	43.666668	6.34	63.3
44	shell.trossulus	Mytilus trossulus	unpainted	-0.014533411	8.312675	43.916668	2.75	53.0
45	shell.trossulus	Mytilus trossulus	unpainted	-0.022046808	8.387089	43.9	4.71	62.7
46	shell.trossulus.painted	Mytilus trossulus	painted	-0.14298895	0.17210545	43.916668	4.22	54.2
47	shell.trossulus.painted	Mytilus trossulus	painted	-0.10993447	0.16756825	43.916668	4.81	58.2
48	shell.trossulus.painted	Mytilus trossulus	painted	-0.10129834	0.16344328	43.283333	3.8	58.3
49	shell.trossulus.painted	Mytilus trossulus	painted	-0.11437513	0.26255646	43.4	4.59	53.2
50	shell.trossulus.painted	Mytilus trossulus	painted	0.001950398	0.25592485	43.316666	3.64	55.9
51	shell.trossulus.painted	Mytilus trossulus	painted	-0.12332054	0.24318124	44.066666	3.63	53.5
52	shell.trossulus.painted	Mytilus trossulus	painted	-0.114215545	0.26876652	44.133335	3.17	53.4
53	shell.trossulus.painted	Mytilus trossulus	painted	-0.08539085	0.26715347	44.1	5.66	57.4
54	shell.trossulus.painted	Mytilus trossulus	painted	-0.07186666	0.33862618	44.133335	4.02	55.1
55	shell.trossulus.painted	Mytilus trossulus	painted	-0.052697394	0.43668804	42.566666	3.41	58.1
56	shell.trossulus.painted	Mytilus trossulus	painted	-0.051491875	0.48742923	42.566666	3.57	50.6
57	shell.trossulus.painted	Mytilus trossulus	painted	-0.03530582	0.5170235	42.6	4.16	58.8
58	shell.trossulus.painted	Mytilus trossulus	painted	-0.023993194	0.65596575	42.616665	2.92	49.9
59	shell.trossulus.painted	Mytilus trossulus	painted	-0.04131684	0.69054884	42.633335	3.15	51.6
60	shell.trossulus.painted	Mytilus trossulus	painted	-0.029506829	0.8517447	42.6	3.72	55.3
61	shell.trossulus.painted	Mytilus trossulus	painted	-0.030027473	0.919299	43.266666	3.48	50.5
62	shell.trossulus.painted	Mytilus trossulus	painted	-0.009578927	2.5904078	43.433334	2.34	43.1
63	shell.trossulus.painted	Mytilus trossulus	painted	-0.012420916	3.771053	42.983334	2.72	49.7
64	shell.trossulus.painted	Mytilus trossulus	painted	-0.019464556	3.6318562	44.016666	2.49	45.0
65	shell.trossulus.painted	Mytilus trossulus	painted	0.007963271	4.4224606	44.116665	2.95	52.0
66	shell.trossulus.painted	Mytilus trossulus	painted	-0.01269944	4.4640093	44.2	2.97	52.7
67	shell.trossulus.painted	Mytilus trossulus	painted	0.004609509	5.1555147	44.433334	2.86	52.6
68	shell.trossulus.painted	Mytilus trossulus	painted	0.010768667	6.410996	44.666668	4.5	59.5
69	shell.trossulus.painted	Mytilus trossulus	painted	0.019392565	7.503801	44.783333	3.71	58.9
70	shell.trossulus.painted	Mytilus trossulus	painted	0.005594568	7.558411	44.8	4.17	55.7
71	shell.trossulus.painted	Mytilus trossulus	painted	0.004054504	8.460218	44.833332	3.23	54.6
72	shell.trossulus.painted	Mytilus trossulus	painted	-0.1025953	0.14500214	43.866665	4.5	64.0
73	shell.californianus	Mytilus californianus	unpainted	-0.015767852	1.1973227	108.51667	15.32	NaN
74	shell.californianus	Mytilus californianus	unpainted	0.004451262	6.8081517	107.9	21.36	NaN
75	shell.californianus	Mytilus californianus	unpainted	-0.010928331	1.393097	108.71667	12.35	NaN
76	shell.californianus	Mytilus californianus	unpainted	0.001511024	4.484839	108.0	13.99	NaN
77	shell.californianus	Mytilus californianus	unpainted	-0.043474782	0.49877962	108.4	13.07	NaN
78	shell.californianus	Mytilus californianus	unpainted	1.03201E-4	5.8733935	107.63333	9.69	NaN
79	shell.californianus	Mytilus californianus	unpainted	-0.047106974	0.48780715	107.61667	20.27	NaN
80	shell.californianus	Mytilus californianus	unpainted	-0.0399213	0.5568225	108.3	13.35	NaN
81	shell.californianus	Mytilus californianus	unpainted	-0.08932851	0.38348287	109.23333	13.21	NaN
82	shell.californianus	Mytilus californianus	unpainted	-0.019726321	1.2459612	108.8	16.05	NaN
83	shell.californianus	Mytilus californianus	unpainted	-0.003520008	3.1898391	108.2	23.69	NaN
84	shell.californianus	Mytilus californianus	unpainted	0.003790652	9.03355	108.63333	22.33	NaN
85	shell.californianus	Mytilus californianus	unpainted	-0.056043286	0.42344263	109.0	18.75	NaN
86	shell.californianus	Mytilus californianus	unpainted	-0.00258028	3.1663792	108.1	15.07	NaN
87	shell.californianus	Mytilus californianus	unpainted	-0.09368987	0.27625415	109.333336	9.08	NaN
88	shell.californianus	Mytilus californianus	unpainted	-0.023048617	1.0038922	110.28333	12.76	NaN
89	shell.californianus	Mytilus californianus	unpainted	-0.0627022	0.4204513	110.6	8.86	NaN
90	shell.californianus	Mytilus californianus	unpainted	-9.82635E-4	5.5095463	109.85	13.65	NaN
91	shell.californianus	Mytilus californianus	unpainted	-0.07631038	0.4237558	110.666664	11.83	NaN
92	shell.californianus	Mytilus californianus	unpainted	-0.031164782	0.28697163	110.48333	33.08	NaN
93	shell.californianus	Mytilus californianus	unpainted	0.003670113	6.7951484	110.083336	17.42	NaN
94	shell.californianus	Mytilus californianus	unpainted	-0.05871403	0.52008593	110.76667	13.47	NaN
95	shell.californianus	Mytilus californianus	unpainted	-0.04045683	0.8164817	110.36667	21.04	NaN
96	shell.californianus	Mytilus californianus	unpainted	0.004412079	7.4445896	109.86667	16.37	NaN
97	shell.californianus	Mytilus californianus	unpainted	-0.006327827	2.9433415	111.35	20.78	NaN
98	shell.californianus	Mytilus californianus	unpainted	-0.044376172	0.64400953	111.03333	20.25	NaN
99	shell.californianus	Mytilus californianus	unpainted	7.5001E-4	3.2977393	111.7	12.92	NaN
100	shell.californianus	Mytilus californianus	unpainted	0.008083824	4.149588	111.25	7.71	NaN
101	shell.californianus	Mytilus californianus	unpainted	0.005798167	5.6883373	111.433334	13.6	NaN
102	shell.californianus	Mytilus californianus	unpainted	-0.06695496	1.002376	111.13333	11.96	NaN
103	shell.californianus	Mytilus californianus	unpainted	0.013913895	4.730616	111.65	8.54	NaN
104	shell.californianus	Mytilus californianus	unpainted	0.001806389	7.1855655	111.88333	10.27	NaN
105	shell.californianus	Mytilus californianus	unpainted	0.013269396	8.538833	111.8	11.31	NaN
106	shell.californianus	Mytilus californianus	unpainted	-0.054563113	0.44541708	114.13333	11.12	NaN
107	shell.californianus	Mytilus californianus	unpainted	-0.067632884	0.31445587	114.21667	11.97	NaN
108	shell.californianus	Mytilus californianus	unpainted	-0.08105786	0.44868398	114.333336	9.78	NaN
109	shell.californianus	Mytilus californianus	unpainted	0.008333395	5.3793736	113.96667	9.29	NaN
110	shell.californianus	Mytilus californianus	unpainted	-0.05740988	0.44622737	114.55	10.02	NaN
111	shell.californianus	Mytilus californianus	unpainted	0.009796287	6.2462955	113.86667	7.35	NaN
112	shell.californianus	Mytilus californianus	unpainted	-0.036598075	0.7966355	114.71667	11.0	NaN
113	shell.californianus	Mytilus californianus	unpainted	0.008733201	6.7243285	113.78333	11.61	NaN
114	shell.californianus	Mytilus californianus	unpainted	-0.021061897	0.94788355	114.85	25.47	NaN
115	shell.californianus	Mytilus californianus	unpainted	-0.00533017	1.9822227	114.98333	14.37	NaN
116	shell.californianus	Mytilus californianus	unpainted	0.00638679	6.532553	115.1	8.75	NaN
117	shell.californianus	Mytilus californianus	unpainted	-0.004257373	1.9348227	115.2	19.7	NaN
118	shell.californianus	Mytilus californianus	unpainted	0.002111401	3.3601542	115.38333	8.5	NaN
119	shell.californianus.painted	Mytilus californianus	painted	-0.004106698	1.0499606	53.2	11.042054	55.63
120	shell.californianus.painted	Mytilus californianus	painted	-0.002668771	0.4723089	53.15	7.939694	48.427
121	shell.californianus.painted	Mytilus californianus	painted	-0.017826792	0.48003003	52.933334	12.876536	59.425
122	shell.californianus.painted	Mytilus californianus	painted	-0.011646395	0.4800669	52.916668	10.704544	54.899
123	shell.californianus.painted	Mytilus californianus	painted	-0.008034075	0.48080575	52.9	9.100566	51.26
124	shell.californianus.painted	Mytilus californianus	painted	-0.008476884	0.63397557	52.816666	10.931143	55.391
125	shell.californianus.painted	Mytilus californianus	painted	-0.010172294	0.6351279	48.0	9.476815	52.14
126	shell.californianus.painted	Mytilus californianus	painted	-0.009486705	0.64472646	47.933334	8.565718	49.978
127	shell.californianus.painted	Mytilus californianus	painted	-0.009823285	0.6408874	47.883335	9.290756	51.707
128	shell.californianus.painted	Mytilus californianus	painted	-0.002250185	0.6452159	47.866665	12.06538	57.782
129	shell.californianus.painted	Mytilus californianus	painted	-0.005368256	0.63322914	47.816666	9.36402	51.878
130	shell.californianus.painted	Mytilus californianus	painted	-0.011087438	0.6572792	48.133335	10.42682	54.289
131	shell.californianus.painted	Mytilus californianus	painted	-0.008008472	0.6560458	48.1	11.659705	56.94
132	shell.californianus.painted	Mytilus californianus	painted	-0.009375999	0.656888	48.083332	7.8890595	48.299
133	shell.californianus.painted	Mytilus californianus	painted	-0.009325939	0.6656087	48.066666	10.789937	55.085
134	shell.californianus.painted	Mytilus californianus	painted	-0.012127227	0.67533875	48.066666	11.737708	57.103
135	shell.californianus.painted	Mytilus californianus	painted	-0.007285363	0.6722974	48.05	15.525075	64.463
136	shell.californianus.painted	Mytilus californianus	painted	-0.006967698	0.6772028	48.066666	8.231067	49.156
137	shell.californianus.painted	Mytilus californianus	painted	-0.006879688	0.67849815	48.033333	13.212202	60.09
138	shell.californianus.painted	Mytilus californianus	painted	-0.009168034	0.681481	48.033333	13.362464	60.385
139	shell.californianus.painted	Mytilus californianus	painted	-0.003368463	0.6823103	47.933334	7.930188	48.403
140	shell.californianus.painted	Mytilus californianus	painted	-0.0091065	0.6792202	47.95	9.342998	51.829
141	shell.californianus.painted	Mytilus californianus	painted	-0.005749451	0.6892337	47.916668	10.87797	55.276
142	shell.californianus.painted	Mytilus californianus	painted	-0.005999717	0.69173664	47.916668	9.168423	51.42
143	shell.californianus.painted	Mytilus californianus	painted	-0.009209145	0.51365525	47.95	10.221538	53.833